Forecasting on pdb
0.221MAETimesFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TimesFMProtocol=UniCA2025.06 | 0.221 | 0.21 | 0.068 | 0.222 | |
| TimesFMProtocol=ZS2025.06 | 0.222 | 0.212 | 0.07 | 0.219 | |
| Chronos (Bolt)Protocol=ZS2025.06 | 0.223 | 0.214 | 0.072 | 0.227 | |
| Chronos (Bolt)Protocol=UniCA2025.06 | 0.228 | 0.22 | 0.078 | 0.232 | |
| ChronosX2025.06 | 0.24 | 0.231 | 0.078 | 0.243 | |
| Chronos (Bolt)Protocol=LR2025.06 | 0.249 | 0.241 | 0.083 | 0.246 | |
| TimesFMProtocol=LR2025.06 | 0.254 | 0.245 | 0.084 | 0.254 | |
| TTM2025.06 | 0.262 | 0.251 | 0.084 | 0.324 | |
| Chronos (Bolt)Protocol=SFT2025.06 | 0.267 | 0.258 | 0.095 | 0.294 | |
| TimesFMProtocol=SFT2025.06 | 0.274 | 0.264 | 0.094 | 0.274 | |
| TabPFN-TS2025.06 | 0.282 | 0.269 | 0.103 | 0.281 | |
| NBEATSx2025.06 | 0.288 | 0.276 | 0.102 | 0.293 | |
| Moirai2025.06 | 0.288 | 0.275 | 0.102 | 0.286 | |
| DeepAR2025.06 | 0.296 | 0.279 | 0.101 | 0.295 | |
| PatchTST2025.06 | 0.313 | 0.306 | 0.112 | 0.31 | |
| TFT2025.06 | 0.332 | 0.318 | 0.12 | 0.319 | |
| TiDE2025.06 | 0.334 | 0.332 | 0.122 | 0.323 | |
| TimeXer2025.06 | 0.377 | 0.353 | 0.154 | 0.371 | |
| Time-MoEProtocol=ZS2025.06 | 0.783 | 0.797 | 0.54 | 0.783 | |
| Time-MoEProtocol=UniCA2025.06 | 0.787 | 0.812 | 0.58 | 0.789 |